Lecture Notes on Computational Complexity
by Luca Trevisan
2004
Number of pages: 171
Description:
These are notes from a graduate courses on Computational Complexity offered at the University of California at Berkeley. The first 15 lectures cover fundamental material. The remaining lectures cover more advanced material - there are lectures on Hastad's optimal inapproximability results, lower bounds for parity in bounded depth-circuits, lower bounds in proof-complexity, and pseudorandom generators and extractors.
Download or read it online for free here:
Download link
(0.9MB, PDF)
Similar books
Specifying Systemsby Leslie Lamport - Addison-Wesley Professional
This book shows how to write unambiguous specifications of complex computer systems. It provides a complete reference manual for the TLA+, the language developed by the author for writing simple and elegant specifications of algorithms and protocols.
(16114 views)
Around Kolmogorov Complexity: Basic Notions and Resultsby Alexander Shen - arXiv.org
Algorithmic information theory studies description complexity and randomness. This text covers the basic notions of algorithmic information theory: Kolmogorov complexity, Solomonoff universal a priori probability, effective Hausdorff dimension, etc.
(6727 views)
Introduction to Complexity Theoryby Oded Goldreich
Complexity theory is the study of the intrinsic complexity of computational tasks. The book is aimed at exposing the students to the basic results and research directions in the field. The focus was on concepts, complex technical proofs were avoided.
(11106 views)
Complexity Theoryby Johan Håstad
This set of notes gives the broad picture of modern complexity theory, defines the basic complexity classes, gives some examples of each complexity class and proves the most standard relations. The author emphasizes the ideas involved in the proofs.
(16780 views)